Triple

T4441147
Position Surface form Disambiguated ID Type / Status
Subject Junior E95772 entity
Predicate characterPlayedByDannyDeVito P1507 FINISHED
Object Dr. Larry Arbogast
Dr. Larry Arbogast is a fictional fertility scientist portrayed by Danny DeVito in the 1994 comedy film "Junior."
E439243 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Dr. Larry Arbogast | Statement: [Junior, characterPlayedByDannyDeVito, Dr. Larry Arbogast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Larry Arbogast
Context triple: [Junior, characterPlayedByDannyDeVito, Dr. Larry Arbogast]
  • A. Dr. Ned Darrell
    Dr. Ned Darrell is a central character in Eugene O’Neill’s play "Strange Interlude," a conflicted physician entangled in a complex love triangle and burdened by moral and psychological turmoil.
  • B. Dr. Barry O’Meara
    Dr. Barry O’Meara was an Irish surgeon in the Royal Navy best known for serving as Napoleon Bonaparte’s personal physician during his exile on Saint Helena and later publishing a controversial account of the former emperor’s captivity.
  • C. Larry Stenger
    Larry Stenger is one of the original founders associated with the early formation of semiconductor company Advanced Micro Devices (AMD).
  • D. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • E. Dr. Christopher Turk
    Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Dr. Larry Arbogast
Triple: [Junior, characterPlayedByDannyDeVito, Dr. Larry Arbogast]
Generated description
Dr. Larry Arbogast is a fictional fertility scientist portrayed by Danny DeVito in the 1994 comedy film "Junior."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Larry Arbogast
Target entity description: Dr. Larry Arbogast is a fictional fertility scientist portrayed by Danny DeVito in the 1994 comedy film "Junior."
  • A. Dr. Ned Darrell
    Dr. Ned Darrell is a central character in Eugene O’Neill’s play "Strange Interlude," a conflicted physician entangled in a complex love triangle and burdened by moral and psychological turmoil.
  • B. Dr. Barry O’Meara
    Dr. Barry O’Meara was an Irish surgeon in the Royal Navy best known for serving as Napoleon Bonaparte’s personal physician during his exile on Saint Helena and later publishing a controversial account of the former emperor’s captivity.
  • C. Larry Stenger
    Larry Stenger is one of the original founders associated with the early formation of semiconductor company Advanced Micro Devices (AMD).
  • D. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • E. Dr. Christopher Turk
    Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: characterPlayedByDannyDeVito
Context triple: [Junior, characterPlayedByDannyDeVito, Dr. Larry Arbogast]
  • A. playedBy
    Indicates that a role, character, or performance is portrayed or executed by a specific person or agent.
  • B. accusedCharacterPortrayedBy
    Indicates that a particular actor or performer plays the role of the character who is accused within a given work.
  • C. supportingCharacterPortrayedBy
    Indicates that a supporting (non-leading) character in a work is portrayed or acted by a specific performer.
  • D. characterPortrayedIs
    Indicates that one entity serves as the fictional or dramatic role that is depicted or played by another entity.
  • E. portrayedBy chosen
    Indicates that one entity serves as the actor or performer who represents or plays the role of another entity in a work or medium.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ad71588190b1dcad4250472c29 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61380fca08190bf036a7d82cee0e7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6143adefc81908f6c639906e0fd1a completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614b00dbc8190a7ea0477bedbc96a completed March 15, 2026, 2:08 a.m.
PD Predicate disambiguation batch_69b34f62c180819097ced38da2052207 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:32 p.m.